Practical material for the Oxford Machine Learning Summer School 2020 (https://oxfordml.school).
- Introduction to Neural Networks:
- Introduction to Convolutional Neural Networks:
- Pretrained Network Demo: .
Natural Language Processing
- Sequence Models
- Introduction to RL and Bandit
- Introduction to TD, Q-Learning and SARSA
- Representational Learning
- Representational Learning (Solution Notebook)